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What is Unit testing? Why should you use Unit testing in Data Science and Data Engineering? Well, the idea of unit tests is to test a unit of code. Also unit tests are the easiest tests to implement and provide you with a very good amount of peace of mind. Some might say unit tests don’t really apply to data science or data engineering. I personally use them quite often. For example, in data engineering, whenever you have some sort of data transformation... this is a good case for a unit test.
In the last video we've talked about general software testing and differences between Unit Testing, Integration testing, and End2End testing. In this unit testing tutorial I show you examples of unit tests in python.
Unit Testing Tutorial - 1 | Why you should use Unit Testing
• Unit Testing Tutorial ...
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Awesome Data science without much math and everything you need to know to deploy your machine learning models!
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All videos will be easy to follow and I'll try to reduce the complicated mathematical stuff to a minimum because I believe that you don't need to know how a CPU works to be able to operate a PC...
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